Real-Time NBA Game Statistics App

Participants: Chase Pattee, Daymon Hansen

Project High Level Overview

Project Description

The primary purpose of this project is to develop the following hard and soft skills:

Hard Skills

• Apache Kafka
• Apache Airflow
• Docker
• dbt
• Snowflake

Soft Skills

• Stream Processing
• Batch Processing
• Containerization
• Data Modeling
• Cloud Data Warehouse Management
• Agile Project Management

Project Outline

Minimum Viable Product (MVP):

Produce a mobile application that enables users to see game plays in real-time and showcases the player on each team with the highest PIE score by each play.

Goal:

MVP plus an integrated probabilistic model that predicts the game winner and outputs an inference as new plays get ingested. Stretch Goal: Become Certified in Kafka, dbt, and Snowflake by May 2025.